- 04 Feb, 2025 1 commit
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Illia Silin authored
* enable batched_gemm_softmax_gemm_perm_wmma for gfx12 * disable instances with blocksize=256 in attention examples * debuggging * debug * fixed lds_enabled * debugging * Fix and add limit to skiplds feature * Enable skipLds feature and fix compilation bugs * add ck_tile definitions for gfx12 * fix clang format and test/wmma_op * updage instances cmake for gfx12 * disable the test_wmma_op on gfx12 * fix the builds for gfx950 * add gfx12 and gfx950 to default target list * clean-up cmake file * Initial introduction of OFP8 data types. * Renamed FP8 and BF8 tests into FP8_FNUZ and BF8_FNUZ. * Implementation of ConvertFP32Nearest in test_fp8_ocp. * Remove dependence on possibly undeclared alias. * Implement FP8OCP test for stochastic rounding mode. * Implement FP8OCP tests for half_t type conversions. * enable bf16 atomic add on gfx950 * Implement ConvertFP32Nearest test. * Implement ConvertFP32Stochastic test. * Implement ConvertFP16Nearest and ConvertFP16Stochastic tests. * Refactoring. Move FP8 definitions into a separate header file. * Enable easy switching between architectures. * Fix compilation error for gfx942 architecture. * Add fp4 type with constants * only builf gfx950 branch for gfx950 target by default * Enable OCP build of example_gemm_xdl_fp8. * Fix formatting. * fix the build logic for gfx950 * Improve GEMM example verbosity. * Add constexpr where applicable. * fix the logic of enabling XDL and WMMA instances * Improve GEMM example verbosity. * Enable build of example_gemm_xdl_fp8_bf8 test. * Fix tests for gfx1101 architecture. * Build DPP examples only on gfx103 and gfx11 architectures. * Optionaly run either CPU or GPU verifications with GEMM examples. * Extend GeneratorTensor_Sequential to produce values of prescribed data types. * Add missing constructor. * Add scale type and mxfp conversions * Update conversions * Add conversion tests * Fix typo * Improve infrastructure for OFP8 data type support. * BUGFIX. Should not use FP8 as Compute/Accum data type. * Add custom target for grouped_convnd_bwd_weight tests. * Can build `tests` target on gfx950. * Bugfixes on gfx1101 architecture. * Fix dependencies. * Add stochastic rounding tests * Provide single point of truth for FP8 INF and NAN checks * Prevent instantiation of operators that are not supported by FP8 data types * Add FP8 type selection into client_axample CMakeLists.txt * Prevent sccache server from shutting down during build * Fix test success reporting logic * Change default verification method to CPU. GPU verification takes too much time to complete on the emulator. * Add scale <-> float conversions * Add scaled conversions with tests * Add device conversions * Make sure all tests and examples are built for gfx950 * Facilitate testing of FP8 data types on the emulator * Introduce two new tensor generators * Enable instances built for gfx94 to be built on gfx950 * Verify 35_splitk_gemm on floating point numbers. splitk gemm appears to be losing precision VS reference implementation when FP numbers are involved. * Format * Verify 04_gemm_add_add_fastgelu on floating point numbers * Verify 20_grouped_conv_bwd_weight on floating point numbers * Verify 38_grouped_conv_bwd_data_multiple_d on floating point numbers * Verify more tests on floating point data * Fix data types and improve testing verbocity. * Add fp4 vectors * Add debug tests * Upgrade to NPI 573 build docker. * Skip on gemm_universal tests. The tests take too long to complete on the emulator. Need to see if it is possible to reduce the scope of the testing to just FP8 data types. * Add new mfma instructions and examples * Add preprocessor directives for gfx950 specific code * Fix gfx1101 build * Document test availability * Re-enable fp8 gemms for gfx94/95 * Cherry-pick GEMM Universal tests for FP8 data types * Cleanup * Add vector types and tests * Add check_err function * Add tensor generators * CK_USE_GFX94 has already been set on this branch * Fix * Address formatting issues and leftovers * Make fail/pass logic consistent within 01_gemm folder Removed multiple negations in fail/pass logic to propagate `true` as the success indicator. * Fix GPU verification reporting logic. * Update year in copyright notice. * Cleanup * Use `enum class` instead of `enum` * Remove set_property for FP8 tests * Add vector conversions * Fix * Fix linker errror * Clean up * Fix gfx950 conversions * Clean up * Fix more gfx950 conversions * Fix even more gfx950 conversions * Narrowing the scope of PR to OCP FP8 enablement only * Add tests for OCP FP8 vector_type storage * Fix client examples build * Fix typo * Update e8m0 casting * Rename E8M0 type * Update unpack method * Cleanup merge artifacts * Enable gemm kernel on all gfx9 architectures (#227) * clean-up * Implement `non_native_vector_base` with `ext_vector_type` array. (#232) * Enable support of 1, 2, 4, and 8-byte custom types in CK. * Fix pool tests for OCP FP8 data type * Fix build * Add ckProfiler gemm instances for new mfma instructions and fix ckProfiler build on MI350 * fix clang format * Add new mfma instructions and examples * Add preprocessor directives for gfx950 specific code * Add ckProfiler gemm instances for new mfma instructions and fix ckProfiler build on MI350 * fix clang format * Fix clang format for the newly merged files * Use the existing example instances for fp16 bf16 and int8 * Remove comment on new mfma instructions in MfmaInstr * Update include/ck/tensor_operation/gpu/grid/gridwise_batched_gemm_gemm_xdl_cshuffle_v1.hpp Co-authored-by:
Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com> * merge from public repo * Fix ck build * Fix ck build * Use double for max_abs_in_val * Move scaled_type_convert functions to a separate header (#251) * re-enable building mha lib and gemm_universal_f8 instances for gfx950 * Update library/src/tensor_operation_instance/gpu/CMakeLists.txt Co-authored-by:
Jing Zhang <jizhan@amd.com> Co-authored-by:
aska-0096 <haocwang@amd.com> Co-authored-by:
Jun Liu <Liu.Jun@amd.com> Co-authored-by:
Andriy Roshchenko <andriy.roshchenko@amd.com> Co-authored-by:
Rostyslav Geyyer <rosty.geyyer@amd.com> Co-authored-by:
Rostyslav Geyyer <46627076+geyyer@users.noreply.github.com> Co-authored-by:
root <root@banff-cyxtera-s83-2.ctr.dcgpu> Co-authored-by:
jefyang1 <146495389+jefyang1@users.noreply.github.com> Co-authored-by:
jefyang1 <Jeffreyj.Yang@amd.com>
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- 03 Dec, 2024 1 commit
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Illia Silin authored
* (2/5) bilinear gemm pass, perf bug: skip a lds has lower performance than skip b lds * (3/5) batched gemm pass, perf bug: skip a lds has lower performance than skip b lds * (4/5) grouped conv pass * (5/5) attention pass, todo: debug lds perf bug * AIT Attention API refactor (#8) * sanity pass * sanity pass 2 * confirm significant performance regression. * turn on all instances * turn off instance format * Fix bug & tunning & format * DML meta, self_attn+cross_attn * sanity pass * remove useless flag * update tile and problem size used in AIT attention * bug fix in grouped conv supporting check * deprecate inline asm wmma * Bug fix: double lds skip * clang-format * Fix errors in 1. example, fmha 2. gridwise pipeline 3. deviceop, fmha, change some containers from vector to array * part2 of previous commit * clang format * API fix of gridwisegemmpipeline * separate array base and vector base attention tensor transformation * fix gemm * clang format * add gemm fp16 instances * Temp save * fpAintB kernel compile pass * Sanity pass. * Temp save * debug code enabled * Fp16AInt8B_GEMM sanity * MQA implementation * GQA-4 example * tempsave * Compile pass * New implementation of fp16Aint8B Gemm, Acheieve similar math throughput with native fp16 Gemm * Bump rocm-docs-core from 0.24.0 to 0.29.0 in /docs/sphinx Bumps [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.24.0 to 0.29.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.24.0...v0.29.0 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by:
dependabot[bot] <support@github.com> * initial enablement of gfx950 * fix clang format * disable examples 31 and 41 int8 on gfx950 * initial navi4x enablement * remove extra endif * enabled dl_gemm * update s_barrier and s_waitcnt for gfx12 * fix the gfx12 assembly syntax * fixed block_sync_lds * add support for more dl kernels on navi4 * add wmma * format * Todo: fix gemm_bilinear_wmma instances compilation bug * Solve a bug when K1=16 * remove unnecessary changes * Remove tensor layout limitation to LDS usage in tesnor contraction * fixed block_sync_lds * merge navi3_ref * update self-attention and cross-attention * fix a typo of name * fixed layout * debugging * Add arch limiter for fp8 gemm * fixed wmma * enable fp8 gemm_xdl for all gfx9 targets * temporarily disable gemm_xdl_fp16_fp8 on MI100/200 * fix the cmake logic for gemm_xdl_fp16_fp8 * fixed c_output * re-enable the gemm_xdl_fp16_fp8 on MI100/200 * fixed gfx12 * fixed * fixed * seperate gfx12 blockwise_gemm * fixed * enable fwd conv on navi4x * enable gridwise * enabled gemm * fixed merge * remove empty example fold * fixed conflicts * some small changes * Update cmake-ck-dev.sh * Update cmake-ck-dev.sh * enabled other types * fixed register loads * test fa * enable gfx12 * clean up * enable some instances on gfx12 * add gfx1201 macro in amd_wmma header * fix clang format * enable batched_gemm_softmax_gemm_perm_wmma for gfx12 * disable instances with blocksize=256 in attention examples * debuggging * debug * fixed lds_enabled * debugging * Fix and add limit to skiplds feature * Enable skipLds feature and fix compilation bugs * add ck_tile definitions for gfx12 * fix clang format and test/wmma_op * updage instances cmake for gfx12 * disable the test_wmma_op on gfx12 * fix the builds for gfx950 * add gfx12 and gfx950 to default target list * clean-up cmake file * Initial introduction of OFP8 data types. * Renamed FP8 and BF8 tests into FP8_FNUZ and BF8_FNUZ. * Implementation of ConvertFP32Nearest in test_fp8_ocp. * Remove dependence on possibly undeclared alias. * Implement FP8OCP test for stochastic rounding mode. * Implement FP8OCP tests for half_t type conversions. * enable bf16 atomic add on gfx950 * Implement ConvertFP32Nearest test. * Implement ConvertFP32Stochastic test. * Implement ConvertFP16Nearest and ConvertFP16Stochastic tests. * Refactoring. Move FP8 definitions into a separate header file. * Enable easy switching between architectures. * Fix compilation error for gfx942 architecture. * only builf gfx950 branch for gfx950 target by default * Enable OCP build of example_gemm_xdl_fp8. * Fix formatting. * fix the build logic for gfx950 * Improve GEMM example verbosity. * Add constexpr where applicable. * fix the logic of enabling XDL and WMMA instances * Improve GEMM example verbosity. * Enable build of example_gemm_xdl_fp8_bf8 test. * Fix tests for gfx1101 architecture. * Build DPP examples only on gfx103 and gfx11 architectures. * Optionaly run either CPU or GPU verifications with GEMM examples. * Extend GeneratorTensor_Sequential to produce values of prescribed data types. * Add missing constructor. * Improve infrastructure for OFP8 data type support. * BUGFIX. Should not use FP8 as Compute/Accum data type. * Add custom target for grouped_convnd_bwd_weight tests. * Can build `tests` target on gfx950. * Bugfixes on gfx1101 architecture. * Fix dependencies. * Provide single point of truth for FP8 INF and NAN checks * Prevent instantiation of operators that are not supported by FP8 data types * Add FP8 type selection into client_axample CMakeLists.txt * Prevent sccache server from shutting down during build * Fix test success reporting logic * Change default verification method to CPU. GPU verification takes too much time to complete on the emulator. * Make sure all tests and examples are built for gfx950 * Facilitate testing of FP8 data types on the emulator * Introduce two new tensor generators * Enable instances built for gfx94 to be built on gfx950 * Verify 35_splitk_gemm on floating point numbers. splitk gemm appears to be losing precision VS reference implementation when FP numbers are involved. * Verify 04_gemm_add_add_fastgelu on floating point numbers * Verify 20_grouped_conv_bwd_weight on floating point numbers * Verify 38_grouped_conv_bwd_data_multiple_d on floating point numbers * Verify more tests on floating point data * Fix data types and improve testing verbocity. * Upgrade to NPI 573 build docker. * Skip on gemm_universal tests. The tests take too long to complete on the emulator. Need to see if it is possible to reduce the scope of the testing to just FP8 data types. * Fix gfx1101 build * Document test availability * Re-enable fp8 gemms for gfx94/95 * Cherry-pick GEMM Universal tests for FP8 data types * Cleanup * CK_USE_GFX94 has already been set on this branch * Address formatting issues and leftovers * Make fail/pass logic consistent within 01_gemm folder Removed multiple negations in fail/pass logic to propagate `true` as the success indicator. * Fix GPU verification reporting logic. * Update year in copyright notice. * Cleanup * Use `enum class` instead of `enum` * Remove set_property for FP8 tests * Narrowing the scope of PR to OCP FP8 enablement only * Add tests for OCP FP8 vector_type storage * Enable gemm kernel on all gfx9 architectures (#227) * clean-up * Implement `non_native_vector_base` with `ext_vector_type` array. (#232) * Enable support of 1, 2, 4, and 8-byte custom types in CK. * Fix pool tests for OCP FP8 data type * fix jenkins file * restore cron trigger --------- Signed-off-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by:
zjing14 <zhangjing14@gmail.com> Co-authored-by:
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- 26 Oct, 2024 1 commit
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valarLip authored
* add int8 gemm multiply multiply a8w8 * uncomment * clang-format-12 * Add example_gemm_multiply_multiply_xdl_int8 * Remove shell scripts * update preprocess number for mi308; bring back printout in ckprofiler * format --------- Co-authored-by:
chenjun <junchen2@amd.com> Co-authored-by:
carlushuang <carlus.huang@amd.com>
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- 10 May, 2024 1 commit
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Illia Silin authored
* code clean-up * remove the profiling output samples
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- 02 Feb, 2024 1 commit
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Illia Silin authored
* add support for navi2x and navi3x models * fix syntax * use common macro for different mi300 architectures
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- 18 Oct, 2023 1 commit
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zjing14 authored
* Add a condition to build fp8 instances * simplified buffer_load/store * add bfp8/fp8 * fixed * remove all f8/bf8 condition include folder * fixed cmake conditions * fixed DTYPES=fp16/bfp16 * fix * fixed buffer_load * fixed buffer_store * fix * clean example cmake files * fixed ci * fixed cit --------- Co-authored-by:
Jing Zhang <jizha@amd.com>
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- 04 Oct, 2023 1 commit
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Rostyslav Geyyer authored
* Add f8 bf8 gemm example * Add element-wise ops * Add intrinsics * Update reference calculation * Add an additional type option for xdlops gemm * Fix build process * Add bf8 to buffer addressing * Update blockwise op, split typeA and typeB * Update for compatibility * Uppdate naming to f8->fp8 * Update naming * Format * Update naming (#937) * Add a client example * Add computetypes to device and gridwise ops * Add instances, update instance factory * Format * Fix a flag * Add ckProfiler mode * Fix typos * Add an example * Add bf8 generator * add bf8 mfma; fixed type_convert for bf8 * move verfication ahead of timing * Update reference calculation * Fix reference * Narrow down float init range * Fix bf8 bf8 mfma * Add bf8 @ fp8 mfma * Update example * Update instances * Update profiler api * Update for compatibility * Format * Remove extra example * Clean up * workaround convert --------- Co-authored-by:
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- 02 Oct, 2023 1 commit
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Rostyslav Geyyer authored
* Add f8 bf8 gemm example * Add element-wise ops * Add intrinsics * Update reference calculation * Add an additional type option for xdlops gemm * Fix build process * Add bf8 to buffer addressing * Update blockwise op, split typeA and typeB * Update for compatibility * Uppdate naming to f8->fp8 * Update naming * Format
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- 12 Sep, 2023 1 commit
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Rostyslav Geyyer authored
* Refactor f8_t to add bf8_t * Add check_err impl for f8_t * Update fp8 test * Format * Revert the fix * Update vector_type implementation * Add bf8 test * Add bf8, use BitInt types * Add bf8 conversion methods * Update type_convert for fp8/bf8 * Add check_err fp8/bf8 support * Add subnorm fp8 tests * Add subnorm bf8 tests * Fix conversion * Add bf8 cmake bindings * Add macros to enable build with disabled fp8/bf8 * Remove is_native method * Update flag combination for mixed precision instances * Add more flag checks * Add another flag to a client example * Add type traits, decouple f8/bf8 casting * Clean up * Decouple fp8 and bf8 flags * Remove more redundant flags * Remove leftover comments
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- 05 Jul, 2023 2 commits
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Rostyslav Geyyer authored
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Rostyslav Geyyer authored
* Add fp8 xdl gemm * Add example * Use int8 intrinsics for buffer load/store * Format * Update cmakelists
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- 15 Jun, 2023 1 commit
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Illia Silin authored
* enable gfx941/942 targets * fix clang format * fix the cmake logic for multiple targets * fix cmake syntax for looping over targets * add gfx941/942 support for gemm_xdl instances
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- 31 May, 2023 1 commit
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Illia Silin authored
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- 28 Apr, 2023 1 commit
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Illia Silin authored
* enable gfx940 * switch between intrinsic mfma routines on mi100/200 and mi300 * fix mfma_int8 on MI300 * disable 2 int8 examples on MI300 * Update cmake-ck-dev.sh * restore gitignore file * modify Jenkinsfile to the internal repo --------- Co-authored-by:
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- 15 Nov, 2022 1 commit
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guangzlu authored
* fixed bug in softmax reference & add bf16 examples for batched_gemm_scale_softmax_gemm * added bf16 tests for batched_gemm_softmax_gemm_permute * changed format of device_batched_gemm_softmax_gemm_permute_xdl_cshuffle_bf16_bf16_bf16_bf16_gmk_gnk_gno_gmo_instance.cpp * changed format device_batched_gemm_softmax_gemm_permute_xdl_cshuffle_bf16_bf16_bf16_bf16_gmk_gnk_gno_gmo_instance.cpp * aligned annotations * modified CMakeLists for examples * add common example code of fp16/bf16 version for batched_gemm_scale_softmax_gemm_xdl * use macro to control the instances * added macro control into instances * clang-format some files * changed error tolerance for bf16 * changed index for 10_elementwise_normalization * fixed xdlops code bug in amd_xdlops.hpp Co-authored-by:Po Yen Chen <PoYen.Chen@amd.com>
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- 25 Jun, 2022 1 commit
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Chao Liu authored
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- 26 May, 2022 1 commit
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ltqin authored
* add intrin_mfma_f64_16x16x4f64 * add example * gemm reference add double data type * chang init data * fix M N PerXdlops * fix ifdef * add comparsion config * add conv fwd example * format log out * change rc matrix egister layout * reorganize example * reorganize example 2 * format,because merge develop * fix call impl adding acc data type * lost ; * add compiler warning * change example tunning parameters * add test for fp64 * add instance * add test/gemm/gemm_fp64.cpp * fix get name issue * remove some tunning parameter * fix conflict * format * use integer value for GEMM test * add acc data type * remove typeid because fp16 * fix streamconfig etc bug from merging develop * format * remove test_gemm_xdl_fp64 * add AccDataType * AccDataType problem Co-authored-by:
qinletao <letaoqin@amd.com> Co-authored-by:
Chao Liu <chao.liu2@amd.com>
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- 09 May, 2022 1 commit
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Chao Liu authored
* format * improving pipeline * fix typo * format * adding thread group * adding thread group * adding thread group * adding gemm pipeline * tweak * refactor * refactor * add missing type convert * refactor * refactor * refactor * clean * fix build * refactor * format * clean up * use remove_cvref_t * clean * clean up * clean up * clean up
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- 09 Mar, 2022 1 commit
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Chao Liu authored
* delete obselete files * move files * build * update cmake * update cmake * fix build * reorg examples * update cmake for example and test
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- 04 Mar, 2022 1 commit
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rocking5566 authored
* Add int8 of mk_nk_mn to the ckProfiler * Add example of int8 gemm * Fix typo, use ushort instead of half_t for bfloat16 * replace ushortXXX_t to bhalfXXX_t * rename ushort to bhalf_t * Add bf16 example * Add bf16 gemm to ckProfiler * Fix alignment * Fix typo * Add unit test for gemm_xdl int8 * Add gemm_xdl fp32 unit test * Add gemm_xdl bf16 unit test * fix build * fix build issue due to merge conflict * Fix build * Fix build error Co-authored-by:
rocking <chunylai@amd.com> Co-authored-by:
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- 03 Feb, 2022 1 commit
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zjing14 authored
* test mfma builtins * add fp16 buildins * add int8 buildins * add bfl16 buildins * simplify host conv forward * clean * clean
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- 18 Nov, 2021 1 commit
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Chao Liu authored
* reworking vector_type * use __builtin_memcpy for bit_cast and vector access of scalar pointer * clean up
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- 15 Nov, 2021 1 commit
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zjing14 authored
* init StaticBufferV2 * clean * adopt old output stage for staticBufferV2 * clean * remove hack * clean * clean * add parameters * clean code * move c_buffer alloc into blockwise gemm * add adaptors for m/n_thread_data_on_grid * tweak gemm * adjust blockwise_gemm_xdlops * tweak * update conv * update script * adding bwd 1x1 * update script * adding 1x1 bwd * debugging bwd 1x1 failure * update script * update script * test * test v100 * add bf16_1k * clang-format * clean * add bfp16 for gfx908 * add verification * clean up * clean code * restore bfl16 * clean * add bfp16 support into gemm_driver * apply new generator to other drivers * add int8 support * cleanb * clean * clean * clean Co-authored-by:
Chao Liu <lc.roy86@gmail.com> Co-authored-by:
root <root@hayabusa6111.amd.com>
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- 06 Oct, 2021 1 commit
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zjing14 authored
* init StaticBufferV2 * clean * adopt old output stage for staticBufferV2 * clean * remove hack * clean * clean * clean code * move c_buffer alloc into blockwise gemm * add adaptors for m/n_thread_data_on_grid * adjust blockwise_gemm_xdlops * reorder ops in GEMM hot loop Co-authored-by:
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- 19 Aug, 2021 1 commit
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Chao Liu authored
* Squashed 'src/composable_kernel/' content from commit f6edda61 git-subtree-dir: src/composable_kernel git-subtree-split: f6edda61 * add solver ConvIgemmFwdV6r1DlopsNchwKcyxNkhw; rename static ck source files * Squashed 'src/composable_kernel/' changes from f6edda61..5781adf5 5781adf5 Update develop (#5) (#6) 97e6d514 Merge pull request #4 from ROCmSoftwarePlatform/separate_online_compile 7b1ec41e refactor 49c33aae refactor 54b3e73d rename git-subtree-dir: src/composable_kernel git-subtree-split: 5781adf5 * fix * refactor * remove online compilation from CK * refactor * fix * add ctest * add c-style pointer cast * vector/scalar pointer cast use c-style pointer cast instead of reinterpret_cast * fix clang warning suppression * tidy * suppress cppcheck * fix enum issue * revert chagnes to hip build * fix kernel filename * update CK build script * rename * rename * make innner product compatiable on gfx900 * Update src/include/miopen/solver/ck_utility_common.hpp Co-authored-by:
JD <Jehandad.Khan@amd.com> * compiler parameter use stream * use int instead of index_t in kernel wrapper * DynamicBuffer, StaticBuffer, amd_buffer_load support customized value for invalid element * refactor * refactor * change cmakelist * change ck common utility * fix Co-authored-by:
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- 27 Jul, 2021 1 commit
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Chao Liu authored
* update online kernel wrapper bundle all descriptors in a tuple * change __CONSTANT__ to CONSTANT * rename * adding tuning * added IsValidCompileParameter * reorginze * adding tunable for fp16 and int8 * fix kernel compile warning and bug fixes * suppress warning about cast CONSTANT (address space 4) pointer * fix building issue
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- 01 Jul, 2021 1 commit
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zjing14 authored
* create files for xdlops * working on blockwise_gemm_xdlops * add KReduction * add m/n repeats * add 2x2 pipeline * added 128x128 wavegemm * use StaticBuffer of vector_type * break vector type to blk_size * add kpack into xldops_gemm and blockwise_gemm * abroadcast only * add fp32 mfma instructions * adding fp16 mfma * pack half4_t * rename kperwave to kpack * add 32x32x8fp16 * add fp16 mfma * clean code * clean code * V4r4 xdlops kpack (#35) * add kpack with incorrect results * bug fix for make_dynamic_naive_tensor_descriptor_aligned_v2 * add 1x1 kernel * add gridwise_gemm_v2 - single_buffer * enabled dwordx4 for fp16 Co-authored-by:
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